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Structural Equation Modeling using Computation Graphs

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May 14 2019 Erik-Jan van Kesteren

New preprint (with @DanielOberski): SEM using Computation Graphs. We introduce a new approach to estimate structural equation models, borrowed from the deep learning literature. It allows for fancy extensions to SEM! https://arxiv.org/abs/1905.04492 1/4 👇 https://t.co/353L8Gpuvl
1 replies, 76 likes


Jun 06 2019 Edu Garcia-Garzon

This one is a game changer!! First, computational graphs are not only a useful tool for extending SEM to non-traditional settings (regularization) but also to learn what's going on under the hood 👌👌 . Wish I knew about them before!
1 replies, 4 likes


May 15 2019 rogier kievit

Pushing the SEM boat out into new lands - exciting stuff! https://twitter.com/ejvankesteren/status/1128217518496153600?s=21
0 replies, 4 likes


Oct 28 2019 ZPID Psychology

New Video available: @ejvankesteren and @DanielOberski from @UniUtrecht at ZPID: "Structural Equation Models as Computation Graphs". #openscience #statistics #deeplearning #methodology https://youtu.be/-P_--lKis0U https://t.co/5xzC3KpKHs
0 replies, 3 likes


May 16 2019 Nathaniel Haines

Looks like an important extension of traditional SEM models!
0 replies, 1 likes


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